%0 Journal Article %T Approximation of a numerical model of oil production facilities icing in the Arctic region using a hybrid convolutional neural network %A Fisher, G.Y. %A Vulf, M.. %A Eskin, D.. %K ice accretion, convolutional neural network, physically informed regularization, Stefan problem. %J Vestnik AGGE %D 2026 %N 0 %P 5 %I Association of Geologists, Geophysicists and Engineers